
% Table generated with cell2latex.m  on  13-Jan-2022 12:28:40

\begin{table}[H]
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\centering
\caption{Platform Pop-Up RD Estimates of Main Outcomes (Table \ref{tab:RDpopup}) with Alternate Bandwidths\label{tab:popupBW}}
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\begin{tabular}{lrrrrrrrrr}
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 &\multicolumn{1}{c}{(1)} &\multicolumn{1}{c}{ } &\multicolumn{1}{c}{(2)} &\multicolumn{1}{c}{ } &\multicolumn{1}{c}{(3)} &\multicolumn{1}{c}{(4)} &\multicolumn{1}{c}{(5)} &\multicolumn{1}{c}{(6)} &\multicolumn{1}{c}{(7)}\\
Bandwidth &\multicolumn{1}{c}{Full} &\multicolumn{1}{c}{ } &\multicolumn{1}{c}{+-0.1} &\multicolumn{1}{c}{ }&\multicolumn{5}{c}{rdbwselect}\\\cline{6-10}
 &\multicolumn{1}{c}{Estimate} &\multicolumn{1}{c}{ } &\multicolumn{1}{c}{Estimate} &\multicolumn{1}{c}{ } &\multicolumn{1}{c}{Estimate} &\multicolumn{1}{c}{BW left} &\multicolumn{1}{c}{BW right} &\multicolumn{1}{c}{N left} &\multicolumn{1}{c}{N right}\\\midrule

\\
\multicolumn{10}{l}{\textit{A. Balance}} \\
Economically Vulnerable  & -0.004 &   & -0.004 &   & -0.024 & 0.07 & 0.07 & 13,853 & 14,095 \\ 
  & (0.007) &   & (0.010) &   & (0.012) &  &  &  &  \\ 
Rural  & -0.000 &   & -0.007 &   & -0.013 & 0.05 & 0.05 & 10,794 & 11,078 \\ 
  & (0.002) &   & (0.003) &   & (0.003) &  &  &  &  \\ 
\\
\multicolumn{10}{l}{\textit{B. Choice Behavior}} \\
Any modification  & 0.206 &   & 0.214 &   & 0.213 & 0.10 & 0.10 & 20,863 & 21,697 \\ 
  & (0.007) &   & (0.010) &   & (0.010) &  &  &  &  \\ 
Add any  & 0.210 &   & 0.216 &   & 0.217 & 0.09 & 0.09 & 19,280 & 19,947 \\ 
  & (0.007) &   & (0.010) &   & (0.010) &  &  &  &  \\ 
Schools Added  & 0.335 &   & 0.340 &   & 0.343 & 0.13 & 0.13 & 26,024 & 26,546 \\ 
  & (0.018) &   & (0.026) &   & (0.023) &  &  &  &  \\ 
$\Delta$ Risk  & -0.031 &   & -0.033 &   & -0.034 & 0.10 & 0.10 & 20,746 & 21,614 \\ 
  & (0.002) &   & (0.003) &   & (0.003) &  &  &  &  \\ 
Add as first  & -0.002 &   & -0.003 &   & -0.002 & 0.10 & 0.10 & 20,725 & 21,565 \\ 
  & (0.002) &   & (0.003) &   & (0.003) &  &  &  &  \\ 
Add to middle  & 0.014 &   & 0.017 &   & 0.017 & 0.08 & 0.08 & 16,250 & 16,695 \\ 
  & (0.003) &   & (0.004) &   & (0.004) &  &  &  &  \\ 
Add as last  & 0.203 &   & 0.205 &   & 0.205 & 0.14 & 0.14 & 29,060 & 29,434 \\ 
  & (0.006) &   & (0.009) &   & (0.008) &  &  &  &  \\ 
Drop any  & -0.001 &   & -0.001 &   & -0.001 & 0.10 & 0.10 & 21,241 & 22,045 \\ 
  & (0.003) &   & (0.004) &   & (0.004) &  &  &  &  \\ 
Re-order  & 0.011 &   & 0.014 &   & 0.022 & 0.07 & 0.07 & 13,645 & 13,947 \\ 
  & (0.003) &   & (0.005) &   & (0.006) &  &  &  &  \\ 
\\
\multicolumn{10}{l}{\textit{C. Choice outcome}} \\
Placed to preference  & 0.035 &   & 0.038 &   & 0.040 & 0.09 & 0.09 & 18,068 & 18,676 \\ 
  & (0.006) &   & (0.009) &   & (0.009) &  &  &  &  \\ 
Enrolled in placed  & 0.022 &   & 0.024 &   & 0.024 & 0.08 & 0.08 & 15,879 & 16,276 \\ 
  & (0.008) &   & (0.010) &   & (0.012) &  &  &  &  \\ 
Enrolled in placed$|$placed  & -0.006 &   & -0.006 &   & -0.003 & 0.11 & 0.11 & 18,177 & 18,105 \\ 
  & (0.008) &   & (0.011) &   & (0.010) &  &  &  &  \\ 
\\
\multicolumn{10}{l}{\textit{D. Congestion-related outcomes}} \\
Add any undersubscribed  & 0.074 &   & 0.073 &   & 0.076 & 0.15 & 0.15 & 31,104 & 31,361 \\ 
  & (0.005) &   & (0.007) &   & (0.005) &  &  &  &  \\ 
$\Delta$ prob. placed to undersubscribed  & 0.019 &   & 0.019 &   & 0.019 & 0.09 & 0.09 & 18,826 & 19,513 \\ 
  & (0.002) &   & (0.003) &   & (0.003) &  &  &  &  \\ 
   &   &   &   &   &   &   &   &   &   \\ 
N left  & 71,075 &   & 20,359 &   &  &  &  &  &  \\ 
%  &  &   &  &   &  &  &  &  &  \\ 
N right  & 166,699 &   & 21,145 &   &  &  &  &  &  \\ 
%  &  &   &  &   &  &  &  &  &  \\ 
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\floatfoot{\footnotesize
\textit{Notes. }Local linear and full sample quadratic polynomial RD estimates of pop-up effects from warning pop-up on application platform. Computed using triangular kernel with different bandwidths. ``Full'' bandwidth uses 2nd order polynomial fit, while "+-0.1" and rdbwselect uses 1st order (local) polynomial. Heteroskedasticity-robust nearest neighbor variance estimator with minimum of 3 neighbors reported in parentheses; computed as in \citet{calonico2014robust}.
}
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